Handwritten digit recognition
Handwritten digit recognition is the fundamental step to the vast field of Artificial Intelligence and Computer Vision.
Created on 1st July 2023
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Handwritten digit recognition
Handwritten digit recognition is the fundamental step to the vast field of Artificial Intelligence and Computer Vision.
The problem Handwritten digit recognition solves
The aim of the proposed system was to make the path toward digitalization clearer by providing high accuracy and faster computational for recognizing the handwritten digits.
In addition, the proposed system reduces computational time significantly for training and testing due to which algorithm becomes efficient.
Challenges we ran into
Digit Recognition is a noteworthy and important issue. As the manually written digits are not of a similar size, thickness, position and direction, in this manner, various difficulties must be considered to determine the issue of handwritten digit recognition.
The uniqueness and assortment in the composition styles of various individuals additionally influence the example and presence of the digits. It is the strategy for perceiving and arranging transcribed digits.
It has a wide range of applications, for example, programmed bank checks, postal locations, tax documents, form data entry and so on.
Technologies used